Seoul, South Korea

Daniel Sungho Jung

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@dqj5182

Ph.D. Candidate at SNU Computer Vision Lab

CONTHO_RELEASE. [CVPR 2024] This repo is official PyTorch implementation of Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer.

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HACO_RELEASE. [NeurIPS 2025] This repo is official PyTorch implementation of the paper "Learning Dense Hand Contact Estimation from Imbalanced Data".

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Egyptian_Hieroglyph_Classification_ConvNet. A PyTorch implementation of the paper "A Deep Learning Approach to Ancient Egyptian Hieroglyphs Classification" by Barucci et al.

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ViT-PyTorch. Implementation for CIFAR-10 challenge with Vision Transformer Model (compared with CNN based Models) from scratch

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Wonder3D. Single Image to 3D using Cross-Domain Diffusion for 3D Generation

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LION. Latent Point Diffusion Models for 3D Shape Generation

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Lawyers_Twitter_Turnover. A BeautifulSoup4 (Python library), Tweepy (Python library) implementation for web scraping the lawfirm webpages

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ViT-PyTorch-Lightning. Implementation for CIFAR-10 challenge with Vision Transformer Model (compared with CNN based Models) on PyTorch Lightning

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mesh-fusion. Python tool for obtaining watertight meshes using TSDF fusion.

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dqj5182.

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deco. Estimate vertex-level 3D human-scene and human-object contacts across the full body mesh

1

awesome-science-aiml-papers. AI, ML papers published at Science

1

3dgs-mcmc. [NeurIPS 2024 Spotlight] Implementation of the paper "3D Gaussian Splatting as Markov Chain Monte Carlo"

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hamer-1. HaMeR: Reconstructing Hands in 3D with Transformers

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fix_shapenet_mesh. Python

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CLOSER_ECCV2024. Python

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loss-landscape. Code for visualizing the loss landscape of neural nets

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awesome-nature-aiml-papers. AI, ML papers published at Nature

1

WHAM-1. Python

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dqj5182.github.io. CSS

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grokfast. Official repository for the paper "Grokfast: Accelerated Grokking by Amplifying Slow Gradients"

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gmflow. [CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching

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DeepSDF. Learning Continuous Signed Distance Functions for Shape Representation

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Michelangelo. [NeurIPS 2023] Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation

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affordance_diffusion. Codes for "Affordance Diffusion: Synthesizing Hand-Object Interactions"

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DexGraspNet. Python

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Image-Harmonization-Dataset-iHarmony4. [CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

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gSDF. gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction, CVPR 2023.

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setvae. [CVPR'21] SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data, in PyTorch

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contactgen. ContactGen: Generative Contact Modeling for Grasp Generation (ICCV 2023)

1

TeSTra. Code for ECCV2022 "Real-time Online Video Detection with Temporal Smoothing Transformers"

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AlignSDF. AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction, ECCV 2022

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AlphaPose. Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

1

Manifold. Convert any Triangle Mesh to Watertight Manifold

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ControlNet. Let us control diffusion models!

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Paint3D. Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models, a no lighting baked texture generative model

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lensing-neural-fields. Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.14820.

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StreamMultiDiffusion. Official code for the paper "StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control."

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Pose2Mesh_RELEASE. Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020

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s2am. [TIP 2020] Improving the Harmony of the Composite Image by Spatial-Separated Attention Module

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pyskl. A toolbox for skeleton-based action recognition.

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Diffusion-SDF. [CVPR 2023] Diffusion-SDF: Text-to-Shape via Voxelized Diffusion

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ihoi. Python

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Clip-Forge. Python

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mesh_to_sdf. Calculate signed distance fields for arbitrary meshes

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SPIN. Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

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PoseFormerV2. The project is an official implementation of our paper "PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation".

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dqj5182_edit.github.io. CSS

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dqj5182_old.github.io. Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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download_finegym. Python

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pedestrian-detection-and-segmentation. Jupyter Notebook

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Weighted_Random_Sampling_for_Egyptian_Hieroglyph_Classification. A Pytorch implementation of "Egyptian hieroglpyh classification using Capsule Network" by Daniel Jung, Kangdong Yuan, and Kaamran Raahemifar

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Predict_Annual_Performance_Individual_Stocks_Clustering_Method. A scikit-learn implementation of predicting annual performance of individual stocks using Decision Tree, KNN, Regression method

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Sparse_COO_Tensor_Multiplication_Pytorch. Pytorch Sparse COO Tensor Multiplication

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Weight_Initialization_Method_using_Monte_Carlo_Simulation. Jupyter Notebook

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